Coalitional Game Theory for Distributed
β Walid Saad
π Library
π English
β¦ LIBER β¦
π
Cooperative Game Theory Tools in Coalitional Control Networks
β Scribed by Francisco Javier Muros
- Publisher
- Springer International Publishing
- Year
- 2019
- Tongue
- English
- Leaves
- 233
- Series
- Springer Theses
- Edition
- 1st ed.
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Synopsis
This book analyzes coalitional control schemes by incorporating concepts of cooperative game theory into a distributed control framework. It considers a networked architecture where the nodes are the agents and the edges are their communication links and either the agents or the links are established as the players of cooperative games related to the cost function of the coalitional schemes. The book discusses various cooperative game theory tools that are used to measure/analyze the playersβ features, impose constraints on them, provide alternative methods of game computation, detect critical players inside the control scheme, and perform system partitioning of large-scale systems, such as the Barcelona drinking water network, which is described in a case study.
β¦ Table of Contents
Front Matter ....Pages i-xxii
Introduction (Francisco Javier Muros)....Pages 1-8
Cooperative Game Theory (Francisco Javier Muros)....Pages 9-40
Coalitional Systems in Optimal Control (Francisco Javier Muros)....Pages 41-67
The Shapley and Position Values to Design Coalitional Networks (Francisco Javier Muros)....Pages 69-91
The Banzhaf Value as a Design Tool in Coalitional Control (Francisco Javier Muros)....Pages 93-117
Harsanyi Power Solutions in Coalitional Control Systems (Francisco Javier Muros)....Pages 119-143
Detection of Critical Agents by the Position Value (Francisco Javier Muros)....Pages 145-160
Partitioning of Coalitional Networks by Cooperative Game Theory (Francisco Javier Muros)....Pages 161-207
Conclusions and Future Research (Francisco Javier Muros)....Pages 209-216
Back Matter ....Pages 217-218
β¦ Subjects
Engineering; Control; Game Theory, Economics, Social and Behav. Sciences; Computational Intelligence
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